Sentence examples for by fitting linear models from inspiring English sources
Analyses on quantitative traits were performed by fitting linear models and contingency tables were tested by using Fisher's exact test.
The effect of imputation accuracy on GEBV accuracy was studied in more detail by fitting linear models to the data on the accuracy of imputation and accuracy of GEBV when using GBLUP.
Unless otherwise noted, all P values were generated by fitting linear models using the "lm" package of R (http://www.R-project.org) and testing for significant terms using analysis of variance.
After running circuitscape and obtaining pairwise resistance distances for each model, they were compared by fitting linear models regressing genetic distance against resistance distance (i.e. IBR models), with R version 3.0.1 (R Development Core Team 2013).
We next asked whether any of the hormones measured correlated with metabolic phenotypes by fitting linear models with cohort, generation, gender, and age within generation as covariates.
Additive allelic effects were estimated by fitting linear models for the significant QTL.
We analyzed data by fitting generalized linear models to spore count data in R v2.15.3 using the glm command.
This further adjustment was made by first fitting linear regression models for the annual proportions to obtain an estimate of slope for a trend and then adjusting prediabetes proportions and corresponding CIs so that the expected non-diabetes-specific calendar-time-related change from prediabetes measurement to postdiabetes measurement period (3 years) could be eliminated.
Estimation, however, is more complex and the implementation is complicated by the fact that available standard tools for fitting linear mixed models do not allow for weighted ML estimation.
All statistical analyses related to fitting of Linear Models were performed using R software [ 19].
Modeling is usually done by fitting simple models (linear or quadratic, as a rule) to response values obtained from standard or augmented factorial designs.
